American Journal of Agricultural Economics · 2012 · 96 citations · 29 references
Social SciencesBusiness EconomicsEconomicsCommodity MarketsEconometricsTime Series AnalysisCommodity Price DynamicsCommodity Price FormationPrice Level DynamicsStructural Break AnalysisTime Series EconometricsTrend AnalysisBoom MovementCausal HypothesesCausal StructureCommodity Price Time Series AnalysisStructural BreaksTemporal Price Series Analysis
This paper explores the behavior of real commodity prices over a 50–year period. Attention is given to how the shifting means for various commodity prices have changed with a special emphasis on behavior since the mid 2000s. To identify structural changes in commodity prices, we estimate shifting–mean autoregressions by using: the Bai and Perron (1998) procedure for determining structural breaks; low frequency Fourier functions; and a procedure that specifies shifts to be smooth logistic functions of time. We find that the pattern in the timing of shifts is suggestive of the causal factors underlying the recent boom.
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The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis
Pierre Perrón · Econometrica · 1989 · 7.7K citations